Quantitative Graph Theory: Mathematical Foundations and Applications - Matthias Dehmer - Libros - Taylor & Francis Inc - 9781466584518 - 27 de octubre de 2014
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Matthias Dehmer
Quantitative Graph Theory: Mathematical Foundations and Applications 1.º edición

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The first book devoted exclusively to quantitative graph theory, Quantitative Graph Theory: Mathematical Foundations and Applications presents and demonstrates existing and novel methods for analyzing graphs quantitatively. Incorporating interdisciplinary knowledge from graph theory, information theory, measurement theory, and statistical techniques, this book covers a wide range of quantitative-graph theoretical concepts and methods, including those pertaining to real and random graphs such as:





  • Comparative approaches (graph similarity or distance)

  • Graph measures to characterize graphs quantitatively

  • Applications of graph measures in social network analysis and other disciplines

  • Metrical properties of graphs and measures

  • Mathematical properties of quantitative methods or measures in graph theory

  • Network complexity measures and other topological indices

  • Quantitative approaches to graphs using machine learning (e.g., clustering)

  • Graph measures and statistics

  • Information-theoretic methods to analyze graphs quantitatively (e.g., entropy)





Through its broad coverage, Quantitative Graph Theory: Mathematical Foundations and Applications fills a gap in the contemporary literature of discrete and applied mathematics, computer science, systems biology, and related disciplines. It is intended for researchers as well as graduate and advanced undergraduate students in the fields of mathematics, computer science, mathematical chemistry, cheminformatics, physics, bioinformatics, and systems biology.

528 pages, 268 black & white illustrations, 114 black & white tables

Medios de comunicación Libros     Hardcover Book   (Libro con lomo y cubierta duros)
Publicado 27 de octubre de 2014
ISBN13 9781466584518
Editores Taylor & Francis Inc
Páginas 528
Dimensiones 237 × 163 × 35 mm   ·   930 g
Lengua Inglés  
Editor Dehmer, Matthias
Editor Emmert-Streib, Frank

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